{"id":"W6931161866","doi":"10.5281/zenodo.3360574","title":"pyviz/holoviews: Version 1.12.4","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Chord (peer-to-peer); Compatibility (geochemistry); Data structure; Callback; Histogram; Set (abstract data type); Thread (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002702769,0.0001764059,0.0002422922,0.0003772872,0.002630001,0.0006455516,0.001480375,0.0002195559,0.1019401],"category_scores_gemma":[0.001592263,0.0001826376,0.0000987747,0.0005814631,0.0005952415,0.0001233058,0.0007345375,0.0004139277,0.08036199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366781,"about_ca_system_score_gemma":0.0000200586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004597249,"about_ca_topic_score_gemma":0.000008506307,"domain_scores_codex":[0.9957346,0.002235102,0.0002104514,0.0005278114,0.0007786519,0.0005133889],"domain_scores_gemma":[0.9984881,0.0001130686,0.0001901098,0.0005903443,0.0003426817,0.0002756519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007872874,0.00005669385,2.879481e-7,0.00005571024,0.00002863572,0.00000194961,0.001667943,3.983237e-7,0.0001181097,0.04322222,0.8624504,0.09238976],"study_design_scores_gemma":[0.0002302147,0.00007261919,0.00001173449,0.00008801491,0.00001187291,0.000002070762,0.001879791,0.000007995695,0.000009901129,0.0004982776,0.9969807,0.0002067876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009106519,0.0003161758,0.003701999,0.001948499,0.000134486,0.001017534,0.0004661724,0.001018355,0.9913877],"genre_scores_gemma":[0.0003952869,0.00226236,0.002016025,0.0001552232,0.000662548,1.831972e-7,0.001512108,0.005589278,0.987407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1345303,"threshold_uncertainty_score":0.9986684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236129153950399,"score_gpt":0.4065257741252192,"score_spread":0.2829128587301792,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}